Articles with "wiener model" as a keyword



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RETRACTED ARTICLE: Wiener model and extremum seeking control for a CO preferential oxidation reactor with CuO-CeO2 catalyst

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Published in 2018 at "Korean Journal of Chemical Engineering"

DOI: 10.1007/s11814-017-0358-9

Abstract: To whom correspondence should be addressed. E-mail: [email protected] Equally contributed authors. †The material in this paper was partially presented at the 9 International Symposium on Advanced Control of Chemical Processes, June 7-10, 2015, Whistler, Canada.… read more here.

Keywords: wiener model; retracted article; seeking control; extremum seeking ... See more keywords
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A novel extreme learning Machine-based Hammerstein-Wiener model for complex nonlinear industrial processes

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Published in 2019 at "Neurocomputing"

DOI: 10.1016/j.neucom.2019.05.049

Abstract: Abstract In this paper, a novel extreme learning machine (ELM) based Hammerstein-Wiener model is developed for the approximation of complex nonlinear systems. The proposed model has two static ELM networks surround a dynamic linear part.… read more here.

Keywords: proposed model; wiener model; model; hammerstein wiener ... See more keywords
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Structured Hammerstein-Wiener Model Learning for Model Predictive Control

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Published in 2021 at "IEEE Control Systems Letters"

DOI: 10.1109/lcsys.2021.3077201

Abstract: This letter aims to improve the reliability of optimal control using models constructed by machine learning methods. Optimal control problems based on such models are generally non-convex and difficult to solve online. In this letter,… read more here.

Keywords: wiener model; control; structured hammerstein; optimal control ... See more keywords